Sergey Subbotin Editor Computer Modeling and Intelligent Systems Proceedings of The Seventh International Workshop CMIS-2024 Zaporizhzhia, Ukraine May 3, 2024 CEUR ceur-ws.org Workshop ISSN 1613-0073 Proceedings Subbotin S., (Ed.): The Seventh International Workshop on Computer Modeling and Intelligent Systems (CMIS-2024). Zaporizhzhia, Ukraine, May 3, 2024, CEUR-WS.org, online This volume represents the proceedings of the Sixth International Workshop on Com- puter Modeling and Intelligent Systems (CMIS-2024), held in Zaporizhzhia, Ukraine, in May, 2024. It comprises 40 contributed papers that were carefully peer-reviewed and selected from 60 submissions. Copyright © 2024 for the individual papers by the papers’ authors. Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors. Preface It is my pleasure to present you the proceedings of The Seventh International Work- shop on Computer Modeling and Intelligent Systems (CMIS-2024), held in Zaporizhzhia, Ukraine on 3 of May 2024. The CMIS workshop was held in 2024 for the seventh time at the National Univer- sity "Zaporizhzhia Polytechnic" (http://www.zp.edu.ua), which is the largest and old- est regional center for science and higher education in the Zaporizhzhia region of South-Eastern Ukraine. The main purpose of the CMIS-2024 workshop is a discussion of the recent re- search results in all areas of Computer Sciences and Information Technologies. The workshop is soliciting literature review, survey and research papers including, whilst not limited to, the following areas of interest: – Artificial Intelligence; – Computer Science Methods for Modeling; – Info-Communication Technologies for Data Analysis and Applications for Engi- neering, Medicine and Education. There CMIS-2024 workshop countries of PC members and authors of submitted papers are: Azerbaijan, Germany, India, Israel, Kazakhstan, Kyrgyzstan, Morocco, Netherlands, Pakistan, Poland, Portugal, Slovak Republic, Spain, Ukraine, United States of America, and Uzbekistan. The number of countries of CMIS-2024 authors and PC members is 16. The language of CMIS-2024 Workshop is English. The workshop took the form of oral presentations of peer-reviewed regular papers. The video of presentations is available at https://www.facebook.com/groups/cmis.workshop/. The CMIS-2024 Organizing Committee have received 60 paper submissions, out of which 40 were accepted for presentation as a regular papers in the result of reviewing process, where the editor, program committee members, external and peer reviewers sought to ensure a high scientific level, as well as a high-quality presentation of the se- lected papers. These papers were published in this volume of CMIS-2024 proceedings. The workshop would not have been possible without the support of many people. I would like to thank the Workshop Program Committee Members, organization staff, and external reviewers for their excellent and tireless work. I sincerely wish that all attendees benefited scientifically from the workshop and wish them every success in their research. It is the humble wish of the workshop organizers that the professional dialogue among the researchers, scientists, and engineers continues beyond the event and that the friendships and collaborations forged will linger and prosper for many years to come. May, 2024 Sergey Subbotin, Dr. Sc., Prof., CMIS-2024 PC Chair and Proceedings Editor Head of the Department of Software Tools, National University "Zaporizhzhia Polytechnic" Programme Committee Chair Prof. Sergey Subbotin, National University "Zaporizhzhia Polytechnic", Ukraine Members Prof. Gustavo Alves, University of Porto, Portugal Prof. Yevgeniy Bodyanskiy, Kharkiv National University of Radio Electronics, Ukraine Prof. Karsten Henke, Ilmenau University of Technology, Germany Prof. Igor Korobiichuk, Warsaw University of Technology, Poland Prof. Vitaly Levashenko, University of Zilina, Slovak Republic Prof. David Luengo, Universidad Politecnica de Madrid, Spain Prof. Andrii Oliinyk, National University "Zaporizhzhia Polytechnic", Ukraine Prof. Nataliya Pankratova, National Technical University of Ukraine “Igor Sikor- sky Kyiv Polytechnic Institute”, Ukraine Prof. Mykhailo Poliakov, National University "Zaporizhzhia Polytechnic", Ukraine Prof. Anatoliy Sachenko, Western-Ukrainean National University, Ukraine Prof. Natalya Shakhivska, Lviv Polytechnic National University, Ukraine Prof. Galyna Tabunshchyk, National University "Zaporizhzhia Polytechnic", Ukraine Prof. Elena Zaitseva, University of Zilina, Slovak Republic Dr. Ivan Izonin, Lviv Polytechnic National University, Ukraine Dr. Serhii Leoshchenko, National University "Zaporizhzhia Polytechnic", Ukraine Dr. Anzhelika Parkhomenko, National University "Zaporizhzhia Polytechnic", Ukraine Dr. Alexei Sharpanskykh, Delft University of Technology, Netherlands Dr. Thomas (Tom) Trigano, Shamoon College of Engineering, Israel Dr. Heinz-Dietrich Wuttke, Ilmenau University of Technology, Germany Organizers National University "Zaporizhzhia Polytechnic", Zaporizhzhia, Ukraine http://www.zp.edu.ua Department of Software Tools of the National University "Zaporizhzhia Polytechnic", Zaporizhzhia, Ukraine http://pz.zntu.net Local Organizational Committee Prof. Sergey Subbotin, National University "Zaporizhzhia Polytechnic", Ukraine Ph.D Serhii Leoshchenko, National University "Zaporizhzhia Polytechnic", Ukraine Eng Maksym Andreiev, National University "Zaporizhzhia Polytechnic", Ukraine Partners International project "Cross-domain competences for healthy and safe work in the 21st cen- tury"(WORK4CE) of Erasmus+ Programme co-funded by the European Union (Ref. No. 619034- EPP-1-2020-1-UA-EPPKA2-CBHE-JP) International project "Virtual Master Cooperation Data Science" (ViMaCs) of DAAD International project "EuroPIM Virtual Master School Ukraine" (EU-ViMUk) of DAAD EU-ViMUk EuroPIM Virtual Master School Ukraine Reviewers Number Name Email of reviews Alexey Yurko yurkoalexe@gmail.com 4 Alina Shafronenko alina.shafronenko@nure.ua 4 Alina Yanko al9_yanko@ukr.net 4 Andrey Kupin kupin.andrew@gmail.com 4 Andrii Nyzhnyk andrij1510@gmail.com 4 Andrii Tkachuk andru_tkachuk@ukr.net 4 Andriy Goncharenko andygoncharenco@yahoo.com 4 Anna Kozlova ak.koann@gmail.com 1 Artem Andreiev a.a.andreev@casre.kiev.ua 1 Artem Trukhov artem.trukhov@gmail.com 4 Ayman Aljarbouh ayman.aljarbouh@ucentralasia.org 4 Denys Khanin denys.o.khanin@lpnu.ua 4 Dmytro Fedasyuk dmytro.v.fedasyuk@lpnu.ua 4 Dmytro Zubov dzubov@ieee.org 4 Eugene Fedorov fedorovee75@ukr.net 4 Igor Povkhan igor.povkhan@uzhnu.edu.ua 4 Ihor Pilkevych igor.pilkevich@meta.ua 4 Ihor Prots'Ko ihor.o.protsko@lpnu.ua 4 Inna Polishchuk inna.polishchuk@uzhnu.edu.ua 1 Ivan Dyyak ivan.dyyak@lnu.edu.ua 4 Ivan Muzyka musicvano@gmail.com 4 Ivan Opirskyy iopirsky@gmail.com 4 Khrystyna Lipianina- Honcharenko xrustya.com@gmail.com 3 Maksym Boiko mboiko25@gmail.com 2 Marina Polyakova marinapolyakova943@gmail.com 4 Miroslav Kelemen miroslav.kelemen@tuke.sk 4 Number Name Email of reviews Moskalenko Vasiliovich v.moskalenko@cs.sumdu.edu.ua 3 Mykola Romanchuk romannik@ukr.net 4 Nataliia Zanko zankon@i.ua 4 Nazarii Burak nazar.burak@ukr.net 4 Nickolay Rudnichenko nickolay.rud@gmail.com 4 Oksana Mulesa Oksana.Mulesa@uzhnu.edu.ua 4 Oleg Bisikalo obisikalo@gmail.com 3 Oleh Pihnastyi pihnastyi@gmail.com 3 Oleh Vietrov o.vietrov@donnu.edu.ua 4 Oleksandr Zhukov oleksanrei@gmail.com 3 Oleksandra Bulgakova sashabulgakova2@gmail.com 4 Oleksii Vodka oleksii.vodka@gmail.com 4 Olena Naumchak olenanau@gmail.com 4 Olga Nechyporenko olne@ukr.net 4 Olga Oliynyk oleinik_o@ukr.net 4 Ruslan Yakovliev director.klk.hnuvs@gmail.com 4 Sergiy Prykhodko sergiy.prykhodko@nuos.edu.ua 8 Serhii Vladov ser26101968@gmail.com 4 Tetiana Neskorodieva tvnesk1@gmail.com 4 Tetiana Vakaliuk tetianavakaliuk@gmail.com 4 Tetyana Marusenkova tetyana.marus@gmail.com 4 Valentyn Yanchuk v.yanchuk@gmail.com 4 Valerii Dudykevych valerii.b.dudykevych@lpnu.ua 4 Viacheslav Zosimov zosimovvv@gmail.com 4 Victor Krasnobayev v.a.krasnobaev@gmail.com 3 Victoria Vysotska victoria.a.vysotska@lpnu.ua 4 Vira Shendryk v.shendryk@cs.sumdu.edu.ua 4 Vladimir Vuchuzhanin icst_nuop@ukr.net 4 Volodymyr Polishchuk v.polishchuk87@gmail.com 4 Number Name Email of reviews Volodymyr Rusyn rusyn_v@ukr.net 3 Vyacheslav Moskalenko v.moskalenko@cs.sumdu.edu.ua 1 Yaroslaw Dorogyy yaroslav.dorohyi@donntu.edu.ua 4 Yuliia Parfenenko yuliya_p@cs.sumdu.edu.ua 2 Yuriy Lakh yurii.v.lakh@lpnu.ua 4 Sponsors Andreev Artem Andriyovych Boyko Maksym Volodymyrovych Epic Maryna Oleksandrivna Horbenko Vitaly Ivanovich Kupin Andriy Ivanovich Lakh Yuriy Volodymyrovych Martsenyuk Yevhenii Vitaliyovych Maslova Nataliya Oleksandrivna Naumchak Olena Mykhaylivna Nemkova Olena Anatoliivna Nyzhnyk Andriy Olegovich Pilkevich Ihor Anatoliyovych Polishchuk Volodymyr Volodymyrovych Rudenko Diana Oleksandrivna Semenov Maria Rudolphivna Tanyanskyi Oleksiy Serhiyovych Ursul Ivan Zinoviovych Vychuzhanin Oleksii Volodymyrovych Zhukov Oleksandr Oleksiyovych